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@veekaybee
veekaybee / normcore-llm.md
Last active October 13, 2025 07:06
Normcore LLM Reads

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Screenshot 2023-12-18 at 10 40 27 PM

Pre-Transformer Models

@lotharschulz
lotharschulz / PublishingArtifactsWithAWSCodeartifactAndGitHubPackages.md
Last active August 15, 2024 16:12
How to publish software artifacts with AWS Codeartifact and GitHub Packages
@djg07
djg07 / handler.py
Created November 6, 2019 02:12
Handler
#Talk python to me
import json
import boto3
s3 = boto3.client('s3')
def lambda_handler(event, context):
bucket = 'aws-simplified-transactions'
key = 'transactions.json'
#!/bin/bash
#
# This startup script replaces the normal neo4j startup process for cloud environments.
# The purpose of the script is to gather machine IP and other settings, such as key/value
# pairs from the instance tags, and use that to configure neo4j.conf.
#
# In this way, neo4j does not need to know ahead of time what it's IP will be, and
# can be controlled by tags put on the instance.
######################################################################################
echo "pre-neo4j.sh: Fetching AWS instance metadata"
@bendog
bendog / AWS API Gateway Python3 Lambda JWT Authentication.md
Last active October 19, 2023 10:32
Python3.6 AWS Api Gateway Lambda based JWT authentication code and lambda type hints.

AWS Lambda JWT authenticaiton

AWS API Gateway has the ability to pre-authenticate connections prior to launching the endpoint, by passing the authorizationToken to a Lambda function. There are clear benefits for simplifying end point security and also a reduction in duplicated code by utilising this feature. However I found the AWS examples were excessively complicated for what should be a very simple task.
So here's my example.

The main concern is that AWS Lambda authentication expects a very specific response and if that response is not given it will throw a 500 error with x-amzn-ErrorType: AuthorizerConfigurationException in the response header if the response object is not exactly as expected.

Usage

I personally use to handle the publishing part of my Lambdas, but I'll include an image of the API Gateway config.

@gwhitelaw
gwhitelaw / aws-glue-zepplin.md
Last active January 26, 2022 01:39
Easily connect to an AWS Glue Dev endpoint

This is how I quickly got an Apache Zepplin notebook running against the AWS Glue Dev endpoint. None of the guides out there seemed concise, and I found some custom Docker containers doing what you can do easily. This gives you the power - it sets up port forwarding & runs the official Docker image.

  1. Create your Glue Dev endpoint (this involves creating a keypair, I just used ssh-keygen)
  2. Once READY, select it and copy the "SSH tunnel to remote interpreter"
  • eg: ssh -i <private-key.pem> -vnNT -L :9007:169.254.76.1:9007 glue@..compute.amazonaws.com
  1. Connect to the endpoint in a terminal session, modifying the above to match: ssh -i ~/.ssh/glue-dev -vnNT -L :9007:*127.0.0.1*:9007 glue@<ec2-endpoint>.<region>.compute.amazonaws.com
  2. Run the Apache Zepplin Docker container `docker run -p 8080:8080 --rm -v $PWD/logs:/logs -v $PWD/notebook:/notebook -e ZEPPELIN_LOG_DIR='/l

How we incorporate next and cloudfront (2018-04-21)

Feel free to contact me at robert.balicki@gmail.com or tweet at me @statisticsftw

This is a rough outline of how we utilize next.js and S3/Cloudfront. Hope it helps!

It assumes some knowledge of AWS.

Goals

@shortjared
shortjared / list.txt
Last active October 16, 2025 13:54
List of AWS Service Principals
a4b.amazonaws.com
access-analyzer.amazonaws.com
account.amazonaws.com
acm-pca.amazonaws.com
acm.amazonaws.com
airflow-env.amazonaws.com
airflow.amazonaws.com
alexa-appkit.amazon.com
alexa-connectedhome.amazon.com
amazonmq.amazonaws.com
@mojodna
mojodna / 0_register_planet.sql
Last active May 18, 2022 17:51
Sample OSM Athena queries
--
-- This will register the "planet" table within your AWS account
--
CREATE EXTERNAL TABLE planet (
id BIGINT,
type STRING,
tags MAP<STRING,STRING>,
lat DECIMAL(9,7),
lon DECIMAL(10,7),
nds ARRAY<STRUCT<ref: BIGINT>>,
@bhtucker
bhtucker / upsert.py
Last active February 17, 2025 15:08
A demonstration of Postgres upserts in SQLAlchemy
"""
Upsert gist
Requires at least postgres 9.5 and sqlalchemy 1.1
Initial state:
[]
Initial upsert: